[图书][B] Principles of Fire Safety Engineering: Understanding Fire and Fire Protection

AK Das - 2020 - books.google.com
Fire Safety is the science of fire and the means of protection against it. Being
multidisciplinary in nature, the subject is closely related to chemical engineering, building …

Real-time prediction of structural fire responses: A finite element-based machine-learning approach

Z Ye, SC Hsu, HH Wei - Automation in Construction, 2022 - Elsevier
Finite Element (FE) methods have been widely adopted in structural design to analyze the
mechanical performance quantitatively, while most comprehensive FE models are …

Risk index method—A tool for building fire safety assessments

D Brzezińska, P Bryant - Applied Sciences, 2021 - mdpi.com
Featured Application The presented concept of fire strategies evaluation can be applied to a
range of industrial fire safety assessments and can be adapted for specific needs relative to …

Potential of surrogate modelling for probabilistic fire analysis of structures

RK Chaudhary, R Van Coile, T Gernay - Fire Technology, 2021 - Springer
The interest in probabilistic methodologies to demonstrate structural fire safety has
increased significantly in recent times. However, the evaluation of the structural behavior …

A brief review on applying computational fluid dynamics in building fire hazard assessment

CL Chow, WK Chow - Fire Safety, 2009 - research.polyu.edu.hk
Most of the construction development projects with new architectural features are found in
the Far East including Hong Kong, China Mainland, Taiwan, Japan, Korea and Singapore …

[PDF][PDF] International experience in the development and use of performance-based fire safety design methods: Evolution, current situation and thoughts for the future

BJ Meacham - fire safety science–proceedings of the 6th …, 1999 - researchgate.net
Over the past fifty years, fire safety engineering† has grown and developed into an
accepted, if not fully mature, engineering discipline. This has been possible for a variety of …

Hiding in plain sight: What can interpretable unsupervised machine learning and clustering analysis tell us about the fire behavior of reinforced concrete columns?

AÖ Çiftçioğlu, MZ Naser - Structures, 2022 - Elsevier
The role of machine learning (ML) continues to rise in the structural fire engineering area.
Noting the widespread of supervised ML approaches, such methods are being heavily …

[引用][C] Evaluation of the Predictive Capabilities of Current Computational Methods for Fire Simulation in Enclosures Using the HDR T51 and T52 Tests with a Focus on …

J Floyd - 2000 - Ph. D. Dissertation, University of …

Structural-fire responses forecasting via modular AI

Z Nan, MA Orabi, X Huang, Y Jiang, A Usmani - Fire Safety Journal, 2023 - Elsevier
This study analyses the structural response of an aluminium reticulated roof structure that is
constructed at Sichuan Fire Research Institute (Sichuan, China), and to be tested in fire. The …

Simulation-based high-resolution fire danger mapping using deep learning

F Allaire, JB Filippi, V Mallet… - International journal of …, 2022 - CSIRO Publishing
Wildfire occurrence and behaviour are difficult to predict locally for the next day. In the
present work, we propose relying on fire spread simulations to provide a fire danger index …